Services

AI Agent Automation, AI Consulting & Development, AI Implementation, Custom Software Development, Design, E-Commerce Development, IT Consulting, IT Outstaffing, Maintenance & Support, Product Discovery, Team Development, Technical Co-Founder, Temporal Consulting

Industries

Artificial Intelligence, Business Automation, Technology

Technologies

Google protobuf, GRPC, REST API, Spiral Framework, Temporal
CPQ workflow system for Alaska Rubber Group

The Challenge: Manual Workflows Were the Bottleneck

Alaska Rubber Group needed a CPQ workflow system that could operate reliably in production, not just in demos. Their quoting process depended on spreadsheets, email threads, and senior sales engineers, making it slow, inconsistent, and difficult to scale as volume increased.

What Success Looked Like for ARG

  • Quotations that anyone on the sales team can generate without relying on tribal knowledge
  • A system that enforces pricing and product rules consistently
  • Elimination of manual approvals and repetitive work
  • A reliable data foundation for future automation and agent-based enhancements
CPQ workflow system architecture and quoting flow

The Challenge: A CPQ Workflow System, Not Just a Tool

Solutions

The Challenge: A CPQ Workflow System, Not Just a Tool

Manual quoting

Sales reps spent hours manually configuring quotes. Rules lived in email, spreadsheets and experienced sales reps’ heads.

Solutions

Coordinated workflows

We decomposed quoting into decision stages. A rules engine and AI Agents now handle configuration logic and humans intervene only when needed. It became a reliable system where decisions and data flows were explicit, consistent, and traceable.

The Challenge: A CPQ Workflow System, Not Just a Tool

Lack of automation

Process bottlenecks due to manual routing and approvals.

Solutions

Temporal Workflow enforcement

Temporal workflows automated stages, enforced rules, and reduced intervention. ARG’s quote-to-sale cycle accelerated overnight.

The Challenge: A CPQ Workflow System, Not Just a Tool

Disjointed data

Pricing and product data lived in disparate channels, causing misalignment.

Solutions

Single source of truth

A unified governance approach ensured consistent rules, eliminating discrepancies and downstream errors.

Sales quoting workflow within CPQ workflow system

How We Made CPQ Real for ARG

The result was a production-ready CPQ workflow system that made quoting predictable, auditable, and repeatable across the sales organization.

CPQ builder implementation

Product Discovery and Prototyping

We started by mapping ARG’s decision logic and product rules, not screens or UI. This made sure we built a system around workflow truth, not UI assumptions.

CPQ builder

Milestone-Based Development for Transparency

We structured development in iterative 2 week milestones so ARG leadership could see system behavior evolve, not just visuals or promises.

cpq integration

An Experienced Team

This project builds on Spiral Scout’s broader work designing agent-assisted workflows and production-ready AI systems for complex operations.

What Changed for ARG

What once took days of back-and-forth now happens in minutes. Quote generation at ARG shifted from an ad hoc, manual process into a reliable and measurable system that behaves consistently every time it’s used. Configurations and approvals follow the same logic on every quote, which made outcomes predictable and easy to review instead of dependent on who happened to be involved.

Just as importantly, quoting knowledge is no longer locked inside a handful of senior engineers. Junior team members can now generate accurate quotes with confidence because expertise has been codified into the workflow itself. Sales teams spend far less time on routine setup and corrections, and more time focusing on edge cases, customer conversations, and closing deals.

KEY IMPACT METRICS

  • Reduced quote generation time by 88% so sales teams can focus on deals instead of data wrangling.
  • Improved quote reliability by eliminating human error and inconsistent pricing logic.
  • Decisions now transparent and reviewable so leadership can trust quoting outcomes.
  • Self-service quoting empowered customers and internal teams without increasing risk.

cpq software solutions
Spiral Scout logo

CPQ is a system allowing clients to define complex product dependencies and assemblies in a form of simple user experience. It is an engine built to simplify the complex product building and quotation process.

JD, CTO, Co-founder

Anton “JD” Titov

CTO of Spiral Scout


OVERALL SCORE

What made this custom CPQ workflow system impactful?

5.0

SCHEDULING

On Time / Deadline

5.0

QUALITY

Service & Deliverables

5.0

COST

Value / Within Estimates

5.0

NPS

Willing to Refer

Make Your Quoting Predictable Instead of Painful

John Griffin

John Griffin

Co-Founder, CEO

Anton titov

Anton “JD” Titov

Co-Founder, CTO

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